PyAF
Public Member Functions | Public Attributes | List of all members
pyaf.TS.SignalHierarchy.cSignalHierarchy Class Reference

Public Member Functions

def __init__ (self)
 
def info (self)
 
def to_json (self)
 
def create_HierarchicalStructure (self)
 
def create_SummingMatrix (self)
 
def create_all_levels_dataset (self, df)
 
def addVars (self, df)
 
def transformDataset (self, df)
 
def create_all_levels_models (self, iAllLevelsDataset, H, iDateColumn)
 
def fit (self)
 
def getModelInfo (self)
 
def plot (self, name=None)
 
def standrdPlots (self, name=None)
 
def forecastAllModels (self, iAllLevelsDataset, H, iDateColumn)
 
def computeTopDownHistoricalProportions (self, iForecast_DF)
 
def computeTopDownForecastedProportions (self, iForecast_DF)
 
def computeBottomUpForecast (self, iForecast_DF, level, signal, iPrefix="BU")
 
def computeBottomUpForecasts (self, iForecast_DF)
 
def reportOnCombinedForecasts (self, iForecast_DF, iPrefix)
 
def computeTopDownForecasts (self, iForecast_DF, iProp, iPrefix)
 
def computeMiddleOutForecasts (self, iForecast_DF, iProp, iMidLevel, iPrefix)
 
def computeOptimalCombination (self, iForecast_DF)
 
def forecast (self, iInputDS, iHorizon)
 

Public Attributes

 mHierarchy
 
 mDateColumn
 
 mHorizon
 
 mExogenousData
 
 mTrainingDataset
 
 mOptions
 
 mLevels
 
 mStructure
 
 mSummingMatrix
 
 mModels
 
 mSummingMatrixInverse
 
 mAvgHistProp
 
 mPropHistAvg
 
 mForecastedProp
 

The documentation for this class was generated from the following file: